{"id":"W2268549018","doi":"10.33524/cjar.v16i3.224","title":"WHO CARES? YOU’D BE SURPRISED","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"","keywords":"Grassroots; CONTEST; Public relations; Action (physics); Relevance (law); Action research; Government (linguistics); Appeal; Sociology; Scale (ratio); Political science; Scope (computer science); Action plan; Thriving; Pedagogy; Social science; Management; Law; Economics; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009421921,0.0006631918,0.001201327,0.0008570424,0.008095387,0.006698544,0.001552041,0.007709018,0.01779349],"category_scores_gemma":[0.06728441,0.0004847756,0.000746414,0.0007522588,0.01006653,0.009399047,0.004391436,0.01839853,0.009443152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005039919,"about_ca_system_score_gemma":0.009886047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01931226,"about_ca_topic_score_gemma":0.02726853,"domain_scores_codex":[0.9882796,0.006435437,0.0003316812,0.0009849161,0.002189813,0.001778697],"domain_scores_gemma":[0.9591215,0.007999026,0.00304014,0.001303518,0.01058642,0.01794952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006736967,0.00009239289,0.006617891,0.0003083405,0.00005419359,0.001064485,0.02605357,0.0000633841,0.0004494223,0.01348383,0.9038389,0.04790631],"study_design_scores_gemma":[0.00002480192,0.00009202403,0.002281538,0.001313895,0.00005354773,0.002876832,0.1266607,0.0001911192,0.0003417775,0.03110068,0.8349156,0.0001474113],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004053166,0.004461537,0.001440561,0.9695472,0.01037039,0.00002621758,0.00007609524,0.00008305314,0.009941809],"genre_scores_gemma":[0.1345278,0.01307755,0.00617812,0.7906252,0.007432478,0.0001790014,0.0001629108,0.0003440708,0.04747285],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01931226,"threshold_uncertainty_score":0.05952519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8735741171870525,"score_gpt":0.6619608736010777,"score_spread":0.2116132435859748,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}